Overview
Brought to you by YData
Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 100000 |
| Missing cells | 44799 |
| Missing cells (%) | 1.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 33.6 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 16 |
| Text | 5 |
| DateTime | 3 |
year has constant value "2018" | Constant |
num_subjects has constant value "1" | Constant |
Unnamed: 0 is highly overall correlated with Unnamed: 0.1 | High correlation |
Unnamed: 0.1 is highly overall correlated with Unnamed: 0 | High correlation |
avg_price_per_card is highly overall correlated with log_price and 4 other fields | High correlation |
brand_encoded is highly overall correlated with grade_x_brand and 1 other fields | High correlation |
card_number_len is highly overall correlated with card_number_numeric | High correlation |
card_number_numeric is highly overall correlated with card_number_len | High correlation |
days_between_sales is highly overall correlated with sale_count_per_card and 1 other fields | High correlation |
days_since_release is highly overall correlated with is_holiday_season and 1 other fields | High correlation |
grade is highly overall correlated with grade_is_high and 1 other fields | High correlation |
grade_is_high is highly overall correlated with grade and 1 other fields | High correlation |
grade_x_brand is highly overall correlated with brand_encoded and 1 other fields | High correlation |
grade_x_year is highly overall correlated with grade and 1 other fields | High correlation |
grading_company is highly overall correlated with grading_company_encoded and 2 other fields | High correlation |
grading_company_encoded is highly overall correlated with grading_company and 2 other fields | High correlation |
is_bgs is highly overall correlated with grading_company and 2 other fields | High correlation |
is_holiday_season is highly overall correlated with days_since_release and 1 other fields | High correlation |
is_outlier is highly overall correlated with log_price and 1 other fields | High correlation |
is_prizm is highly overall correlated with brand_encoded and 3 other fields | High correlation |
is_psa is highly overall correlated with grading_company and 2 other fields | High correlation |
is_silver is highly overall correlated with is_prizm and 1 other fields | High correlation |
is_trending_down is highly overall correlated with is_trending_up and 1 other fields | High correlation |
is_trending_up is highly overall correlated with is_trending_down and 1 other fields | High correlation |
log_price is highly overall correlated with avg_price_per_card and 4 other fields | High correlation |
month_sold is highly overall correlated with is_holiday_season | High correlation |
price is highly overall correlated with avg_price_per_card and 3 other fields | High correlation |
price_tier is highly overall correlated with avg_price_per_card and 4 other fields | High correlation |
sale_count_per_card is highly overall correlated with days_between_sales | High correlation |
std_price_per_card is highly overall correlated with avg_price_per_card and 5 other fields | High correlation |
trend_score is highly overall correlated with avg_price_per_card and 3 other fields | High correlation |
variety_encoded is highly overall correlated with is_prizm and 1 other fields | High correlation |
year_sold is highly overall correlated with days_since_release | High correlation |
grading_company is highly imbalanced (63.4%) | Imbalance |
grading_company_encoded is highly imbalanced (63.4%) | Imbalance |
is_gold is highly imbalanced (88.9%) | Imbalance |
is_auto is highly imbalanced (83.9%) | Imbalance |
grade_is_high is highly imbalanced (74.3%) | Imbalance |
variety has 44796 (44.8%) missing values | Missing |
price is highly skewed (γ1 = 260.7736196) | Skewed |
card_number_numeric is highly skewed (γ1 = 43.19944248) | Skewed |
avg_price_per_card is highly skewed (γ1 = 266.6633808) | Skewed |
std_price_per_card is highly skewed (γ1 = 83.23940342) | Skewed |
Unnamed: 0.1 is uniformly distributed | Uniform |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0.1 has unique values | Unique |
Unnamed: 0 has unique values | Unique |
card_number_numeric has 1430 (1.4%) zeros | Zeros |
price_tier has 10553 (10.6%) zeros | Zeros |
std_price_per_card has 7133 (7.1%) zeros | Zeros |
trend_score has 7204 (7.2%) zeros | Zeros |
days_between_sales has 7148 (7.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-06 12:04:08.932113 |
|---|---|
| Analysis finished | 2025-10-06 12:05:54.297794 |
| Duration | 1 minute and 45.37 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
Unnamed: 0.1
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 100000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49999.5 |
| Minimum | 0 |
|---|---|
| Maximum | 99999 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4999.95 |
| Q1 | 24999.75 |
| median | 49999.5 |
| Q3 | 74999.25 |
| 95-th percentile | 94999.05 |
| Maximum | 99999 |
| Range | 99999 |
| Interquartile range (IQR) | 49999.5 |
Descriptive statistics
| Standard deviation | 28867.658 |
|---|---|
| Coefficient of variation (CV) | 0.57735893 |
| Kurtosis | -1.2 |
| Mean | 49999.5 |
| Median Absolute Deviation (MAD) | 25000 |
| Skewness | 0 |
| Sum | 4.99995 × 109 |
| Variance | 8.3334167 × 108 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 99983 | 1 | < 0.1% |
| 99982 | 1 | < 0.1% |
| 99981 | 1 | < 0.1% |
| 99980 | 1 | < 0.1% |
| 99979 | 1 | < 0.1% |
| 99978 | 1 | < 0.1% |
| 99977 | 1 | < 0.1% |
| 99976 | 1 | < 0.1% |
| 99975 | 1 | < 0.1% |
| 99974 | 1 | < 0.1% |
| Other values (99990) | 99990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 99999 | 1 | |
| 99998 | 1 | |
| 99997 | 1 | |
| 99996 | 1 | |
| 99995 | 1 | |
| 99994 | 1 | |
| 99993 | 1 | |
| 99992 | 1 | |
| 99991 | 1 | |
| 99990 | 1 |
Unnamed: 0
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 100000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49999.5 |
| Minimum | 0 |
|---|---|
| Maximum | 99999 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4999.95 |
| Q1 | 24999.75 |
| median | 49999.5 |
| Q3 | 74999.25 |
| 95-th percentile | 94999.05 |
| Maximum | 99999 |
| Range | 99999 |
| Interquartile range (IQR) | 49999.5 |
Descriptive statistics
| Standard deviation | 28867.658 |
|---|---|
| Coefficient of variation (CV) | 0.57735893 |
| Kurtosis | -1.2 |
| Mean | 49999.5 |
| Median Absolute Deviation (MAD) | 25000 |
| Skewness | 0 |
| Sum | 4.99995 × 109 |
| Variance | 8.3334167 × 108 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 99983 | 1 | < 0.1% |
| 99982 | 1 | < 0.1% |
| 99981 | 1 | < 0.1% |
| 99980 | 1 | < 0.1% |
| 99979 | 1 | < 0.1% |
| 99978 | 1 | < 0.1% |
| 99977 | 1 | < 0.1% |
| 99976 | 1 | < 0.1% |
| 99975 | 1 | < 0.1% |
| 99974 | 1 | < 0.1% |
| Other values (99990) | 99990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 99999 | 1 | |
| 99998 | 1 | |
| 99997 | 1 | |
| 99996 | 1 | |
| 99995 | 1 | |
| 99994 | 1 | |
| 99993 | 1 | |
| 99992 | 1 | |
| 99991 | 1 | |
| 99990 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2018 |
| 4th row | 2018 |
| 5th row | 2018 |
Common Values
| Value | Count | Frequency (%) |
| 2018 | 100000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018 | 100000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 100000 | |
| 0 | 100000 | |
| 1 | 100000 | |
| 8 | 100000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 100000 | |
| 0 | 100000 | |
| 1 | 100000 | |
| 8 | 100000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 100000 | |
| 0 | 100000 | |
| 1 | 100000 | |
| 8 | 100000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 100000 | |
| 0 | 100000 | |
| 1 | 100000 | |
| 8 | 100000 |
subject
Text
| Distinct | 390 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
Length
| Max length | 169 |
|---|---|
| Median length | 61 |
| Mean length | 13.56453 |
| Min length | 4 |
Unique
| Unique | 101 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | deandre ayton |
|---|---|
| 2nd row | luka doncic |
| 3rd row | shai gilgeous-alexander |
| 4th row | tim hardaway |
| 5th row | lebron james |
| Value | Count | Frequency (%) |
| luka | 24105 | 11.1% |
| doncic | 24087 | 11.1% |
| young | 14989 | 6.9% |
| trae | 14970 | 6.9% |
| jr | 12115 | 5.6% |
| james | 6617 | 3.1% |
| michael | 6364 | 2.9% |
| lebron | 6356 | 2.9% |
| porter | 6349 | 2.9% |
| gilgeous-alexander | 6036 | 2.8% |
| Other values (621) | 94931 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 124912 | 9.2% |
| n | 117642 | 8.7% |
| 116919 | 8.6% | |
| e | 116047 | 8.6% |
| o | 101311 | 7.5% |
| r | 89179 | 6.6% |
| i | 82668 | 6.1% |
| l | 73751 | 5.4% |
| c | 66896 | 4.9% |
| u | 53278 | 3.9% |
| Other values (29) | 413850 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1356453 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 124912 | 9.2% |
| n | 117642 | 8.7% |
| 116919 | 8.6% | |
| e | 116047 | 8.6% |
| o | 101311 | 7.5% |
| r | 89179 | 6.6% |
| i | 82668 | 6.1% |
| l | 73751 | 5.4% |
| c | 66896 | 4.9% |
| u | 53278 | 3.9% |
| Other values (29) | 413850 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1356453 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 124912 | 9.2% |
| n | 117642 | 8.7% |
| 116919 | 8.6% | |
| e | 116047 | 8.6% |
| o | 101311 | 7.5% |
| r | 89179 | 6.6% |
| i | 82668 | 6.1% |
| l | 73751 | 5.4% |
| c | 66896 | 4.9% |
| u | 53278 | 3.9% |
| Other values (29) | 413850 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1356453 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 124912 | 9.2% |
| n | 117642 | 8.7% |
| 116919 | 8.6% | |
| e | 116047 | 8.6% |
| o | 101311 | 7.5% |
| r | 89179 | 6.6% |
| i | 82668 | 6.1% |
| l | 73751 | 5.4% |
| c | 66896 | 4.9% |
| u | 53278 | 3.9% |
| Other values (29) | 413850 |
brand
Text
| Distinct | 460 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
Length
| Max length | 70 |
|---|---|
| Median length | 69 |
| Mean length | 16.91864 |
| Min length | 4 |
Unique
| Unique | 95 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | panini donruss optic |
|---|---|
| 2nd row | panini prizm |
| 3rd row | panini donruss optic |
| 4th row | panini prizm fast break autographs |
| 5th row | panini prizm get hyped! |
| Value | Count | Frequency (%) |
| panini | 99375 | |
| prizm | 50973 | |
| donruss | 17682 | 7.0% |
| optic | 13813 | 5.5% |
| select | 6074 | 2.4% |
| chronicles | 5452 | 2.2% |
| revolution | 3876 | 1.5% |
| hoops | 3514 | 1.4% |
| contenders | 3201 | 1.3% |
| concourse | 2961 | 1.2% |
| Other values (447) | 44538 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 292011 | |
| n | 251258 | |
| p | 174530 | |
| 151459 | ||
| a | 124861 | |
| r | 109588 | 6.5% |
| s | 85768 | 5.1% |
| o | 81379 | 4.8% |
| e | 68697 | 4.1% |
| m | 60026 | 3.5% |
| Other values (32) | 292287 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1691864 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 292011 | |
| n | 251258 | |
| p | 174530 | |
| 151459 | ||
| a | 124861 | |
| r | 109588 | 6.5% |
| s | 85768 | 5.1% |
| o | 81379 | 4.8% |
| e | 68697 | 4.1% |
| m | 60026 | 3.5% |
| Other values (32) | 292287 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1691864 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 292011 | |
| n | 251258 | |
| p | 174530 | |
| 151459 | ||
| a | 124861 | |
| r | 109588 | 6.5% |
| s | 85768 | 5.1% |
| o | 81379 | 4.8% |
| e | 68697 | 4.1% |
| m | 60026 | 3.5% |
| Other values (32) | 292287 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1691864 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 292011 | |
| n | 251258 | |
| p | 174530 | |
| 151459 | ||
| a | 124861 | |
| r | 109588 | 6.5% |
| s | 85768 | 5.1% |
| o | 81379 | 4.8% |
| e | 68697 | 4.1% |
| m | 60026 | 3.5% |
| Other values (32) | 292287 |
variety
Text
Missing
| Distinct | 1767 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 44796 |
| Missing (%) | 44.8% |
| Memory size | 781.4 KiB |
Length
| Max length | 59 |
|---|---|
| Median length | 46 |
| Mean length | 13.458626 |
| Min length | 3 |
Unique
| Unique | 716 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | silver prizm |
|---|---|
| 2nd row | shock |
| 3rd row | gold prizm |
| 4th row | pink ice prizm |
| 5th row | gold |
| Value | Count | Frequency (%) |
| prizm | 31261 | |
| silver | 13568 | 10.6% |
| red | 6309 | 4.9% |
| blue | 6092 | 4.8% |
| green | 3644 | 2.9% |
| white | 3537 | 2.8% |
| and | 3264 | 2.6% |
| ice | 3257 | 2.6% |
| pink | 2979 | 2.3% |
| break | 2973 | 2.3% |
| Other values (1097) | 50774 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 83027 | 11.2% |
| e | 77335 | 10.4% |
| 72455 | 9.8% | |
| i | 71690 | 9.6% |
| p | 46726 | 6.3% |
| m | 37338 | 5.0% |
| l | 36300 | 4.9% |
| z | 33519 | 4.5% |
| s | 32025 | 4.3% |
| a | 29665 | 4.0% |
| Other values (36) | 222890 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 742970 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 83027 | 11.2% |
| e | 77335 | 10.4% |
| 72455 | 9.8% | |
| i | 71690 | 9.6% |
| p | 46726 | 6.3% |
| m | 37338 | 5.0% |
| l | 36300 | 4.9% |
| z | 33519 | 4.5% |
| s | 32025 | 4.3% |
| a | 29665 | 4.0% |
| Other values (36) | 222890 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 742970 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 83027 | 11.2% |
| e | 77335 | 10.4% |
| 72455 | 9.8% | |
| i | 71690 | 9.6% |
| p | 46726 | 6.3% |
| m | 37338 | 5.0% |
| l | 36300 | 4.9% |
| z | 33519 | 4.5% |
| s | 32025 | 4.3% |
| a | 29665 | 4.0% |
| Other values (36) | 222890 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 742970 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 83027 | 11.2% |
| e | 77335 | 10.4% |
| 72455 | 9.8% | |
| i | 71690 | 9.6% |
| p | 46726 | 6.3% |
| m | 37338 | 5.0% |
| l | 36300 | 4.9% |
| z | 33519 | 4.5% |
| s | 32025 | 4.3% |
| a | 29665 | 4.0% |
| Other values (36) | 222890 |
card_number
Text
| Distinct | 1122 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Memory size | 781.4 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 2.4983049 |
| Min length | 1 |
Unique
| Unique | 448 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 157 |
|---|---|
| 2nd row | 280 |
| 3rd row | 162 |
| 4th row | 28 |
| 5th row | 4 |
| Value | Count | Frequency (%) |
| 280 | 7422 | 7.4% |
| 78 | 5464 | 5.5% |
| 177 | 4810 | 4.8% |
| 32 | 3056 | 3.1% |
| 198 | 2828 | 2.8% |
| 279 | 2743 | 2.7% |
| 3 | 2487 | 2.5% |
| 184 | 2371 | 2.4% |
| 66 | 1918 | 1.9% |
| 6 | 1797 | 1.8% |
| Other values (1112) | 65101 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 47940 | |
| 2 | 41964 | |
| 8 | 35255 | |
| 7 | 28215 | |
| 6 | 16920 | 6.8% |
| 0 | 16768 | 6.7% |
| 9 | 15393 | 6.2% |
| 3 | 13970 | 5.6% |
| 5 | 13747 | 5.5% |
| 4 | 13239 | 5.3% |
| Other values (26) | 6412 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 249823 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 47940 | |
| 2 | 41964 | |
| 8 | 35255 | |
| 7 | 28215 | |
| 6 | 16920 | 6.8% |
| 0 | 16768 | 6.7% |
| 9 | 15393 | 6.2% |
| 3 | 13970 | 5.6% |
| 5 | 13747 | 5.5% |
| 4 | 13239 | 5.3% |
| Other values (26) | 6412 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 249823 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 47940 | |
| 2 | 41964 | |
| 8 | 35255 | |
| 7 | 28215 | |
| 6 | 16920 | 6.8% |
| 0 | 16768 | 6.7% |
| 9 | 15393 | 6.2% |
| 3 | 13970 | 5.6% |
| 5 | 13747 | 5.5% |
| 4 | 13239 | 5.3% |
| Other values (26) | 6412 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 249823 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 47940 | |
| 2 | 41964 | |
| 8 | 35255 | |
| 7 | 28215 | |
| 6 | 16920 | 6.8% |
| 0 | 16768 | 6.7% |
| 9 | 15393 | 6.2% |
| 3 | 13970 | 5.6% |
| 5 | 13747 | 5.5% |
| 4 | 13239 | 5.3% |
| Other values (26) | 6412 | 2.6% |
date
Date
| Distinct | 1168 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| Minimum | 2018-05-16 00:00:00 |
|---|---|
| Maximum | 2022-02-17 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
price
Real number (ℝ)
High correlation Skewed
| Distinct | 11081 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 459.60025 |
| Minimum | 0.99 |
|---|---|
| Maximum | 4006600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0.99 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 39.99 |
| median | 95 |
| Q3 | 250 |
| 95-th percentile | 1313.044 |
| Maximum | 4006600 |
| Range | 4006599 |
| Interquartile range (IQR) | 210.01 |
Descriptive statistics
| Standard deviation | 13625.364 |
|---|---|
| Coefficient of variation (CV) | 29.646119 |
| Kurtosis | 75159.22 |
| Mean | 459.60025 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | 260.77362 |
| Sum | 45960025 |
| Variance | 1.8565055 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 1031 | 1.0% |
| 50 | 1006 | 1.0% |
| 40 | 938 | 0.9% |
| 30 | 853 | 0.9% |
| 35 | 783 | 0.8% |
| 45 | 771 | 0.8% |
| 75 | 763 | 0.8% |
| 60 | 733 | 0.7% |
| 26 | 729 | 0.7% |
| 150 | 701 | 0.7% |
| Other values (11071) | 91692 |
| Value | Count | Frequency (%) |
| 0.99 | 5 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.04 | 1 | < 0.1% |
| 1.25 | 15 | |
| 1.29 | 3 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 1.72 | 1 | < 0.1% |
| 1.74 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4006600 | 1 | |
| 1038780 | 1 | |
| 645750 | 1 | |
| 571687.2 | 1 | |
| 310000 | 1 | |
| 240000 | 1 | |
| 204000 | 1 | |
| 198030 | 1 | |
| 150060 | 1 | |
| 148830 | 1 |
grade
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.505225 |
| Minimum | 0 |
|---|---|
| Maximum | 10.5 |
| Zeros | 35 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 9 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10.5 |
| Range | 10.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.60858763 |
|---|---|
| Coefficient of variation (CV) | 0.064026641 |
| Kurtosis | 23.783401 |
| Mean | 9.505225 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.4403791 |
| Sum | 950522.5 |
| Variance | 0.3703789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 51306 | |
| 9 | 36324 | |
| 9.5 | 7999 | 8.0% |
| 8 | 2835 | 2.8% |
| 8.5 | 962 | 1.0% |
| 7 | 277 | 0.3% |
| 6 | 115 | 0.1% |
| 7.5 | 51 | 0.1% |
| 5 | 45 | < 0.1% |
| 10.5 | 39 | < 0.1% |
| Other values (6) | 47 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 35 | < 0.1% |
| 1 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 45 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 6 | 115 | |
| 6.5 | 3 | < 0.1% |
| 7 | 277 | |
| 7.5 | 51 | 0.1% |
| Value | Count | Frequency (%) |
| 10.5 | 39 | < 0.1% |
| 10 | 51306 | |
| 9.5 | 7999 | 8.0% |
| 9 | 36324 | |
| 8.5 | 962 | 1.0% |
| 8 | 2835 | 2.8% |
| 7.5 | 51 | 0.1% |
| 7 | 277 | 0.3% |
| 6.5 | 3 | < 0.1% |
| 6 | 115 | 0.1% |
grading_company
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| psa | |
|---|---|
| bgs | |
| sgc | 217 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | psa |
|---|---|
| 2nd row | psa |
| 3rd row | psa |
| 4th row | bgs |
| 5th row | psa |
Common Values
| Value | Count | Frequency (%) |
| psa | 86729 | |
| bgs | 13054 | 13.1% |
| sgc | 217 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| psa | 86729 | |
| bgs | 13054 | 13.1% |
| sgc | 217 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 100000 | |
| p | 86729 | |
| a | 86729 | |
| g | 13271 | 4.4% |
| b | 13054 | 4.4% |
| c | 217 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 300000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 100000 | |
| p | 86729 | |
| a | 86729 | |
| g | 13271 | 4.4% |
| b | 13054 | 4.4% |
| c | 217 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 300000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 100000 | |
| p | 86729 | |
| a | 86729 | |
| g | 13271 | 4.4% |
| b | 13054 | 4.4% |
| c | 217 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 300000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 100000 | |
| p | 86729 | |
| a | 86729 | |
| g | 13271 | 4.4% |
| b | 13054 | 4.4% |
| c | 217 | 0.1% |
card_id
Text
| Distinct | 13270 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
Length
| Max length | 229 |
|---|---|
| Median length | 109 |
| Mean length | 44.75507 |
| Min length | 26 |
Unique
| Unique | 7073 ? |
|---|---|
| Unique (%) | 7.1% |
Sample
| 1st row | deandre ayton_panini donruss optic_nan_157 |
|---|---|
| 2nd row | luka doncic_panini prizm_silver prizm_280 |
| 3rd row | shai gilgeous-alexander_panini donruss optic_shock_162 |
| 4th row | tim hardaway_panini prizm fast break autographs_gold prizm_28 |
| 5th row | lebron james_panini prizm get hyped!_nan_4 |
| Value | Count | Frequency (%) |
| luka | 24105 | 5.5% |
| doncic_panini | 24014 | 5.4% |
| trae | 14970 | 3.4% |
| young_panini | 14924 | 3.4% |
| donruss | 13112 | 3.0% |
| jr._panini | 12045 | 2.7% |
| prizm_silver | 9943 | 2.3% |
| prizm | 7053 | 1.6% |
| michael | 6364 | 1.4% |
| lebron | 6356 | 1.4% |
| Other values (10714) | 307946 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 480102 | 10.7% |
| i | 446496 | 10.0% |
| 340833 | 7.6% | |
| a | 324619 | 7.3% |
| _ | 300000 | 6.7% |
| r | 282181 | 6.3% |
| e | 262128 | 5.9% |
| p | 232432 | 5.2% |
| o | 212199 | 4.7% |
| s | 159898 | 3.6% |
| Other values (38) | 1434619 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4475507 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 480102 | 10.7% |
| i | 446496 | 10.0% |
| 340833 | 7.6% | |
| a | 324619 | 7.3% |
| _ | 300000 | 6.7% |
| r | 282181 | 6.3% |
| e | 262128 | 5.9% |
| p | 232432 | 5.2% |
| o | 212199 | 4.7% |
| s | 159898 | 3.6% |
| Other values (38) | 1434619 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4475507 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 480102 | 10.7% |
| i | 446496 | 10.0% |
| 340833 | 7.6% | |
| a | 324619 | 7.3% |
| _ | 300000 | 6.7% |
| r | 282181 | 6.3% |
| e | 262128 | 5.9% |
| p | 232432 | 5.2% |
| o | 212199 | 4.7% |
| s | 159898 | 3.6% |
| Other values (38) | 1434619 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4475507 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 480102 | 10.7% |
| i | 446496 | 10.0% |
| 340833 | 7.6% | |
| a | 324619 | 7.3% |
| _ | 300000 | 6.7% |
| r | 282181 | 6.3% |
| e | 262128 | 5.9% |
| p | 232432 | 5.2% |
| o | 212199 | 4.7% |
| s | 159898 | 3.6% |
| Other values (38) | 1434619 |
year_sold
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 2021 | |
|---|---|
| 2020 | |
| 2019 | |
| 2022 | |
| 2018 | 70 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2021 |
|---|---|
| 2nd row | 2019 |
| 3rd row | 2021 |
| 4th row | 2019 |
| 5th row | 2020 |
Common Values
| Value | Count | Frequency (%) |
| 2021 | 54945 | |
| 2020 | 28734 | |
| 2019 | 9572 | 9.6% |
| 2022 | 6679 | 6.7% |
| 2018 | 70 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2021 | 54945 | |
| 2020 | 28734 | |
| 2019 | 9572 | 9.6% |
| 2022 | 6679 | 6.7% |
| 2018 | 70 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 197037 | |
| 0 | 128734 | |
| 1 | 64587 | 16.1% |
| 9 | 9572 | 2.4% |
| 8 | 70 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 197037 | |
| 0 | 128734 | |
| 1 | 64587 | 16.1% |
| 9 | 9572 | 2.4% |
| 8 | 70 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 197037 | |
| 0 | 128734 | |
| 1 | 64587 | 16.1% |
| 9 | 9572 | 2.4% |
| 8 | 70 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 400000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 197037 | |
| 0 | 128734 | |
| 1 | 64587 | 16.1% |
| 9 | 9572 | 2.4% |
| 8 | 70 | < 0.1% |
month_sold
Real number (ℝ)
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.46836 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.5727953 |
|---|---|
| Coefficient of variation (CV) | 0.55234949 |
| Kurtosis | -1.2156892 |
| Mean | 6.46836 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0029549313 |
| Sum | 646836 |
| Variance | 12.764867 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 11169 | |
| 12 | 10698 | |
| 8 | 9887 | |
| 6 | 8930 | |
| 7 | 8289 | |
| 2 | 8032 | |
| 11 | 7512 | |
| 5 | 7490 | |
| 4 | 7218 | |
| 9 | 7113 | |
| Other values (2) | 13662 |
| Value | Count | Frequency (%) |
| 1 | 11169 | |
| 2 | 8032 | |
| 3 | 7009 | |
| 4 | 7218 | |
| 5 | 7490 | |
| 6 | 8930 | |
| 7 | 8289 | |
| 8 | 9887 | |
| 9 | 7113 | |
| 10 | 6653 |
| Value | Count | Frequency (%) |
| 12 | 10698 | |
| 11 | 7512 | |
| 10 | 6653 | |
| 9 | 7113 | |
| 8 | 9887 | |
| 7 | 8289 | |
| 6 | 8930 | |
| 5 | 7490 | |
| 4 | 7218 | |
| 3 | 7009 |
day_sold
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.86622 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7866032 |
|---|---|
| Coefficient of variation (CV) | 0.5537931 |
| Kurtosis | -1.1882557 |
| Mean | 15.86622 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.012152482 |
| Sum | 1586622 |
| Variance | 77.204395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 3761 | 3.8% |
| 24 | 3561 | 3.6% |
| 17 | 3541 | 3.5% |
| 23 | 3528 | 3.5% |
| 21 | 3505 | 3.5% |
| 9 | 3485 | 3.5% |
| 20 | 3468 | 3.5% |
| 11 | 3436 | 3.4% |
| 6 | 3433 | 3.4% |
| 7 | 3361 | 3.4% |
| Other values (21) | 64921 |
| Value | Count | Frequency (%) |
| 1 | 3239 | |
| 2 | 3169 | |
| 3 | 3248 | |
| 4 | 2988 | |
| 5 | 3047 | |
| 6 | 3433 | |
| 7 | 3361 | |
| 8 | 3168 | |
| 9 | 3485 | |
| 10 | 3312 |
| Value | Count | Frequency (%) |
| 31 | 2244 | |
| 30 | 3080 | |
| 29 | 2821 | |
| 28 | 3308 | |
| 27 | 3222 | |
| 26 | 2992 | |
| 25 | 3255 | |
| 24 | 3561 | |
| 23 | 3528 | |
| 22 | 3761 |
days_since_release
Real number (ℝ)
High correlation
| Distinct | 1168 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1125.1734 |
| Minimum | 135 |
|---|---|
| Maximum | 1508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 605 |
| Q1 | 951 |
| median | 1168 |
| Q3 | 1331 |
| 95-th percentile | 1473 |
| Maximum | 1508 |
| Range | 1373 |
| Interquartile range (IQR) | 380 |
Descriptive statistics
| Standard deviation | 260.51872 |
|---|---|
| Coefficient of variation (CV) | 0.23153651 |
| Kurtosis | -0.21920499 |
| Mean | 1125.1734 |
| Median Absolute Deviation (MAD) | 194 |
| Skewness | -0.67056557 |
| Sum | 1.1251734 × 108 |
| Variance | 67870.001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1176 | 389 | 0.4% |
| 1148 | 388 | 0.4% |
| 1115 | 387 | 0.4% |
| 1267 | 386 | 0.4% |
| 1206 | 345 | 0.3% |
| 1237 | 328 | 0.3% |
| 1393 | 325 | 0.3% |
| 1087 | 320 | 0.3% |
| 1414 | 303 | 0.3% |
| 1392 | 296 | 0.3% |
| Other values (1158) | 96533 |
| Value | Count | Frequency (%) |
| 135 | 1 | |
| 196 | 1 | |
| 205 | 1 | |
| 219 | 1 | |
| 225 | 2 | |
| 236 | 1 | |
| 253 | 1 | |
| 261 | 1 | |
| 265 | 1 | |
| 267 | 2 |
| Value | Count | Frequency (%) |
| 1508 | 8 | < 0.1% |
| 1507 | 6 | < 0.1% |
| 1506 | 6 | < 0.1% |
| 1505 | 5 | < 0.1% |
| 1504 | 30 | < 0.1% |
| 1503 | 5 | < 0.1% |
| 1502 | 72 | 0.1% |
| 1501 | 218 | |
| 1500 | 181 | |
| 1499 | 194 |
is_holiday_season
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 81790 | |
| 1 | 18210 | 18.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 81790 | |
| 1 | 18210 | 18.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 81790 | |
| 1 | 18210 | 18.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 81790 | |
| 1 | 18210 | 18.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 81790 | |
| 1 | 18210 | 18.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 81790 | |
| 1 | 18210 | 18.2% |
brand_encoded
Real number (ℝ)
High correlation
| Distinct | 460 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 288.54966 |
| Minimum | 0 |
|---|---|
| Maximum | 459 |
| Zeros | 27 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 59 |
| Q1 | 171 |
| median | 354 |
| Q3 | 354 |
| 95-th percentile | 391 |
| Maximum | 459 |
| Range | 459 |
| Interquartile range (IQR) | 183 |
Descriptive statistics
| Standard deviation | 110.23799 |
|---|---|
| Coefficient of variation (CV) | 0.38204165 |
| Kurtosis | -0.61841724 |
| Mean | 288.54966 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.91366609 |
| Sum | 28854966 |
| Variance | 12152.414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 354 | 43955 | |
| 171 | 11066 | 11.1% |
| 59 | 5341 | 5.3% |
| 156 | 4558 | 4.6% |
| 375 | 3636 | 3.6% |
| 234 | 3085 | 3.1% |
| 385 | 2961 | 3.0% |
| 391 | 1629 | 1.6% |
| 412 | 1616 | 1.6% |
| 202 | 1341 | 1.3% |
| Other values (450) | 20812 |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 1 | 4 | < 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 25 | |
| 8 | 4 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 459 | 1 | < 0.1% |
| 458 | 1 | < 0.1% |
| 457 | 1 | < 0.1% |
| 456 | 1 | < 0.1% |
| 455 | 28 | |
| 454 | 4 | < 0.1% |
| 453 | 1 | < 0.1% |
| 452 | 3 | < 0.1% |
| 451 | 6 | < 0.1% |
| 450 | 1 | < 0.1% |
variety_encoded
Real number (ℝ)
High correlation
| Distinct | 1768 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 999.38766 |
| Minimum | 0 |
|---|---|
| Maximum | 1767 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 227 |
| Q1 | 974 |
| median | 974 |
| Q3 | 1189 |
| 95-th percentile | 1517 |
| Maximum | 1767 |
| Range | 1767 |
| Interquartile range (IQR) | 215 |
Descriptive statistics
| Standard deviation | 364.16006 |
|---|---|
| Coefficient of variation (CV) | 0.36438318 |
| Kurtosis | 0.12833935 |
| Mean | 999.38766 |
| Median Absolute Deviation (MAD) | 115 |
| Skewness | -0.37624722 |
| Sum | 99938766 |
| Variance | 132612.55 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 974 | 44796 | |
| 1517 | 12068 | 12.1% |
| 1192 | 3136 | 3.1% |
| 1475 | 2149 | 2.1% |
| 625 | 2061 | 2.1% |
| 1087 | 1571 | 1.6% |
| 684 | 1349 | 1.3% |
| 1432 | 903 | 0.9% |
| 1176 | 853 | 0.9% |
| 396 | 808 | 0.8% |
| Other values (1758) | 30306 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 3 | |
| 2 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 5 | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1767 | 351 | |
| 1766 | 1 | < 0.1% |
| 1765 | 3 | < 0.1% |
| 1764 | 2 | < 0.1% |
| 1763 | 2 | < 0.1% |
| 1762 | 1 | < 0.1% |
| 1761 | 1 | < 0.1% |
| 1760 | 54 | 0.1% |
| 1759 | 21 | < 0.1% |
| 1758 | 1 | < 0.1% |
grading_company_encoded
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 217 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13054 | 13.1% |
| 2 | 217 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13054 | 13.1% |
| 2 | 217 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13054 | 13.1% |
| 2 | 217 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13054 | 13.1% |
| 2 | 217 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13054 | 13.1% |
| 2 | 217 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13054 | 13.1% |
| 2 | 217 | 0.2% |
card_number_len
Real number (ℝ)
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.49832 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.70282439 |
|---|---|
| Coefficient of variation (CV) | 0.2813188 |
| Kurtosis | 0.71325603 |
| Mean | 2.49832 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.48177012 |
| Sum | 249832 |
| Variance | 0.49396212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 57222 | |
| 2 | 32118 | |
| 1 | 9813 | 9.8% |
| 5 | 578 | 0.6% |
| 4 | 195 | 0.2% |
| 6 | 71 | 0.1% |
| 7 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 9813 | 9.8% |
| 2 | 32118 | |
| 3 | 57222 | |
| 4 | 195 | 0.2% |
| 5 | 578 | 0.6% |
| 6 | 71 | 0.1% |
| 7 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 3 | < 0.1% |
| 6 | 71 | 0.1% |
| 5 | 578 | 0.6% |
| 4 | 195 | 0.2% |
| 3 | 57222 | |
| 2 | 32118 | |
| 1 | 9813 | 9.8% |
card_number_numeric
Real number (ℝ)
High correlation Skewed Zeros
| Distinct | 443 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.45751 |
| Minimum | 0 |
|---|---|
| Maximum | 18033 |
| Zeros | 1430 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 40 |
| median | 134 |
| Q3 | 201 |
| 95-th percentile | 288 |
| Maximum | 18033 |
| Range | 18033 |
| Interquartile range (IQR) | 161 |
Descriptive statistics
| Standard deviation | 139.0387 |
|---|---|
| Coefficient of variation (CV) | 0.98290078 |
| Kurtosis | 5482.3125 |
| Mean | 141.45751 |
| Median Absolute Deviation (MAD) | 88 |
| Skewness | 43.199442 |
| Sum | 14145751 |
| Variance | 19331.759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 280 | 7422 | 7.4% |
| 78 | 5464 | 5.5% |
| 177 | 4810 | 4.8% |
| 32 | 3056 | 3.1% |
| 198 | 2828 | 2.8% |
| 279 | 2743 | 2.7% |
| 3 | 2584 | 2.6% |
| 184 | 2371 | 2.4% |
| 66 | 1918 | 1.9% |
| 6 | 1802 | 1.8% |
| Other values (433) | 65002 |
| Value | Count | Frequency (%) |
| 0 | 1430 | |
| 1 | 838 | 0.8% |
| 2 | 975 | 1.0% |
| 3 | 2584 | |
| 4 | 867 | 0.9% |
| 5 | 1371 | |
| 6 | 1802 | |
| 7 | 508 | 0.5% |
| 8 | 498 | 0.5% |
| 9 | 628 | 0.6% |
| Value | Count | Frequency (%) |
| 18033 | 1 | < 0.1% |
| 18031 | 1 | < 0.1% |
| 697 | 7 | < 0.1% |
| 693 | 10 | < 0.1% |
| 691 | 2 | < 0.1% |
| 681 | 86 | |
| 675 | 6 | < 0.1% |
| 673 | 36 | |
| 671 | 3 | < 0.1% |
| 667 | 1 | < 0.1% |
num_subjects
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 100000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 100000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 100000 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 100000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 100000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 100000 |
is_gold
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 0 | |
|---|---|
| 1 | 1483 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 98517 | |
| 1 | 1483 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 98517 | |
| 1 | 1483 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 98517 | |
| 1 | 1483 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98517 | |
| 1 | 1483 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98517 | |
| 1 | 1483 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98517 | |
| 1 | 1483 | 1.5% |
is_silver
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 86397 | |
| 1 | 13603 | 13.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 86397 | |
| 1 | 13603 | 13.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 86397 | |
| 1 | 13603 | 13.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 86397 | |
| 1 | 13603 | 13.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 86397 | |
| 1 | 13603 | 13.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 86397 | |
| 1 | 13603 | 13.6% |
is_prizm
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 68692 | |
| 1 | 31308 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 68692 | |
| 1 | 31308 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 68692 | |
| 1 | 31308 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 68692 | |
| 1 | 31308 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 68692 | |
| 1 | 31308 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 68692 | |
| 1 | 31308 |
is_auto
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 0 | |
|---|---|
| 1 | 2349 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 97651 | |
| 1 | 2349 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 97651 | |
| 1 | 2349 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 97651 | |
| 1 | 2349 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 97651 | |
| 1 | 2349 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 97651 | |
| 1 | 2349 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 97651 | |
| 1 | 2349 | 2.3% |
is_psa
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13271 | 13.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13271 | 13.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13271 | 13.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13271 | 13.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13271 | 13.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 86729 | |
| 0 | 13271 | 13.3% |
is_bgs
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 86946 | |
| 1 | 13054 | 13.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 86946 | |
| 1 | 13054 | 13.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 86946 | |
| 1 | 13054 | 13.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 86946 | |
| 1 | 13054 | 13.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 86946 | |
| 1 | 13054 | 13.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 86946 | |
| 1 | 13054 | 13.1% |
grade_is_high
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 1 | |
|---|---|
| 0 | 4332 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 95668 | |
| 0 | 4332 | 4.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 95668 | |
| 0 | 4332 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 95668 | |
| 0 | 4332 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 95668 | |
| 0 | 4332 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 95668 | |
| 0 | 4332 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 95668 | |
| 0 | 4332 | 4.3% |
grade_x_brand
Real number (ℝ)
High correlation
| Distinct | 1116 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2750.0158 |
| Minimum | 0 |
|---|---|
| Maximum | 4580 |
| Zeros | 62 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 590 |
| Q1 | 1710 |
| median | 3186 |
| Q3 | 3540 |
| 95-th percentile | 3850 |
| Maximum | 4580 |
| Range | 4580 |
| Interquartile range (IQR) | 1830 |
Descriptive statistics
| Standard deviation | 1076.7088 |
|---|---|
| Coefficient of variation (CV) | 0.39152823 |
| Kurtosis | -0.70404991 |
| Mean | 2750.0158 |
| Median Absolute Deviation (MAD) | 354 |
| Skewness | -0.83162293 |
| Sum | 2.7500158 × 108 |
| Variance | 1159301.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3540 | 24351 | |
| 3186 | 15880 | |
| 1539 | 5407 | 5.4% |
| 1710 | 4398 | 4.4% |
| 1560 | 2730 | 2.7% |
| 590 | 2594 | 2.6% |
| 3363 | 2511 | 2.5% |
| 3750 | 2491 | 2.5% |
| 531 | 2130 | 2.1% |
| 2340 | 1688 | 1.7% |
| Other values (1106) | 35820 |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 9.5 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| 17 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 20 | 2 | < 0.1% |
| 30 | 1 | < 0.1% |
| 38 | 2 | < 0.1% |
| 42.5 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4580 | 1 | < 0.1% |
| 4550 | 14 | < 0.1% |
| 4540 | 1 | < 0.1% |
| 4530 | 1 | < 0.1% |
| 4520 | 1 | < 0.1% |
| 4480 | 4 | < 0.1% |
| 4470 | 6 | < 0.1% |
| 4460 | 4 | < 0.1% |
| 4440 | 6 | < 0.1% |
| 4410 | 38 |
grade_x_year
Real number (ℝ)
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19181.544 |
| Minimum | 0 |
|---|---|
| Maximum | 21189 |
| Zeros | 35 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18162 |
| Q1 | 18162 |
| median | 20180 |
| Q3 | 20180 |
| 95-th percentile | 20180 |
| Maximum | 21189 |
| Range | 21189 |
| Interquartile range (IQR) | 2018 |
Descriptive statistics
| Standard deviation | 1228.1298 |
|---|---|
| Coefficient of variation (CV) | 0.064026641 |
| Kurtosis | 23.783401 |
| Mean | 19181.544 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.4403791 |
| Sum | 1.9181544 × 109 |
| Variance | 1508302.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20180 | 51306 | |
| 18162 | 36324 | |
| 19171 | 7999 | 8.0% |
| 16144 | 2835 | 2.8% |
| 17153 | 962 | 1.0% |
| 14126 | 277 | 0.3% |
| 12108 | 115 | 0.1% |
| 15135 | 51 | 0.1% |
| 10090 | 45 | < 0.1% |
| 21189 | 39 | < 0.1% |
| Other values (6) | 47 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 35 | < 0.1% |
| 2018 | 1 | < 0.1% |
| 6054 | 1 | < 0.1% |
| 8072 | 6 | < 0.1% |
| 10090 | 45 | < 0.1% |
| 11099 | 1 | < 0.1% |
| 12108 | 115 | |
| 13117 | 3 | < 0.1% |
| 14126 | 277 | |
| 15135 | 51 | 0.1% |
| Value | Count | Frequency (%) |
| 21189 | 39 | < 0.1% |
| 20180 | 51306 | |
| 19171 | 7999 | 8.0% |
| 18162 | 36324 | |
| 17153 | 962 | 1.0% |
| 16144 | 2835 | 2.8% |
| 15135 | 51 | 0.1% |
| 14126 | 277 | 0.3% |
| 13117 | 3 | < 0.1% |
| 12108 | 115 | 0.1% |
log_price
Real number (ℝ)
High correlation
| Distinct | 11081 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6783898 |
| Minimum | 0.68813464 |
|---|---|
| Maximum | 15.203454 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0.68813464 |
|---|---|
| 5-th percentile | 2.6390573 |
| Q1 | 3.7133281 |
| median | 4.5643482 |
| Q3 | 5.5254529 |
| 95-th percentile | 7.1808647 |
| Maximum | 15.203454 |
| Range | 14.515319 |
| Interquartile range (IQR) | 1.8121248 |
Descriptive statistics
| Standard deviation | 1.3843801 |
|---|---|
| Coefficient of variation (CV) | 0.29590951 |
| Kurtosis | 0.62372084 |
| Mean | 4.6783898 |
| Median Absolute Deviation (MAD) | 0.90104299 |
| Skewness | 0.56492652 |
| Sum | 467838.98 |
| Variance | 1.9165081 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.615120517 | 1031 | 1.0% |
| 3.931825633 | 1006 | 1.0% |
| 3.713572067 | 938 | 0.9% |
| 3.433987204 | 853 | 0.9% |
| 3.583518938 | 783 | 0.8% |
| 3.828641396 | 771 | 0.8% |
| 4.33073334 | 763 | 0.8% |
| 4.110873864 | 733 | 0.7% |
| 3.295836866 | 729 | 0.7% |
| 5.017279837 | 701 | 0.7% |
| Other values (11071) | 91692 |
| Value | Count | Frequency (%) |
| 0.6881346387 | 5 | < 0.1% |
| 0.6931471806 | 1 | < 0.1% |
| 0.7129498079 | 1 | < 0.1% |
| 0.8109302162 | 15 | |
| 0.8285518176 | 3 | < 0.1% |
| 0.8329091229 | 1 | < 0.1% |
| 0.9162907319 | 1 | < 0.1% |
| 0.993251773 | 1 | < 0.1% |
| 1.00063188 | 1 | < 0.1% |
| 1.00795792 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.20345381 | 1 | |
| 13.85355847 | 1 | |
| 13.37816926 | 1 | |
| 13.25634902 | 1 | |
| 12.6443308 | 1 | |
| 12.38839837 | 1 | |
| 12.22588017 | 1 | |
| 12.19617886 | 1 | |
| 11.91879716 | 1 | |
| 11.91056671 | 1 |
is_outlier
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 88558 | |
| 1 | 11442 | 11.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 88558 | |
| 1 | 11442 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 88558 | |
| 1 | 11442 | 11.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 88558 | |
| 1 | 11442 | 11.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 88558 | |
| 1 | 11442 | 11.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 88558 | |
| 1 | 11442 | 11.4% |
price_tier
Real number (ℝ)
High correlation Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.48214 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 10553 |
| Zeros (%) | 10.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.878469 |
|---|---|
| Coefficient of variation (CV) | 0.64220864 |
| Kurtosis | -1.2182757 |
| Mean | 4.48214 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0020205324 |
| Sum | 448214 |
| Variance | 8.2855839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10553 | |
| 6 | 10310 | |
| 4 | 10275 | |
| 9 | 10000 | |
| 2 | 9998 | |
| 8 | 9980 | |
| 5 | 9889 | |
| 3 | 9851 | |
| 1 | 9598 | |
| 7 | 9546 |
| Value | Count | Frequency (%) |
| 0 | 10553 | |
| 1 | 9598 | |
| 2 | 9998 | |
| 3 | 9851 | |
| 4 | 10275 | |
| 5 | 9889 | |
| 6 | 10310 | |
| 7 | 9546 | |
| 8 | 9980 | |
| 9 | 10000 |
| Value | Count | Frequency (%) |
| 9 | 10000 | |
| 8 | 9980 | |
| 7 | 9546 | |
| 6 | 10310 | |
| 5 | 9889 | |
| 4 | 10275 | |
| 3 | 9851 | |
| 2 | 9998 | |
| 1 | 9598 | |
| 0 | 10553 |
sale_count_per_card
Real number (ℝ)
High correlation
| Distinct | 204 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 587.41312 |
| Minimum | 1 |
|---|---|
| Maximum | 4647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10 |
| median | 92 |
| Q3 | 623 |
| 95-th percentile | 3156 |
| Maximum | 4647 |
| Range | 4646 |
| Interquartile range (IQR) | 613 |
Descriptive statistics
| Standard deviation | 1113.4777 |
|---|---|
| Coefficient of variation (CV) | 1.8955614 |
| Kurtosis | 6.185903 |
| Mean | 587.41312 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | 2.612629 |
| Sum | 58741312 |
| Variance | 1239832.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7073 | 7.1% |
| 4647 | 4647 | 4.6% |
| 2 | 4348 | 4.3% |
| 3156 | 3156 | 3.2% |
| 3 | 3069 | 3.1% |
| 4 | 2384 | 2.4% |
| 5 | 1865 | 1.9% |
| 1798 | 1798 | 1.8% |
| 6 | 1746 | 1.7% |
| 8 | 1576 | 1.6% |
| Other values (194) | 68338 |
| Value | Count | Frequency (%) |
| 1 | 7073 | |
| 2 | 4348 | |
| 3 | 3069 | |
| 4 | 2384 | 2.4% |
| 5 | 1865 | 1.9% |
| 6 | 1746 | 1.7% |
| 7 | 1568 | 1.6% |
| 8 | 1576 | 1.6% |
| 9 | 1269 | 1.3% |
| 10 | 1170 | 1.2% |
| Value | Count | Frequency (%) |
| 4647 | 4647 | |
| 3156 | 3156 | |
| 1798 | 1798 | 1.8% |
| 1537 | 1537 | 1.5% |
| 1453 | 1453 | 1.5% |
| 1268 | 1268 | 1.3% |
| 1258 | 1258 | 1.3% |
| 1157 | 1157 | 1.2% |
| 1106 | 1106 | 1.1% |
| 929 | 929 | 0.9% |
avg_price_per_card
Real number (ℝ)
High correlation Skewed
| Distinct | 7134 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 459.60025 |
| Minimum | 0.99 |
|---|---|
| Maximum | 4006600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0.99 |
|---|---|
| 5-th percentile | 23.406111 |
| Q1 | 56.155455 |
| median | 118.11914 |
| Q3 | 280.845 |
| 95-th percentile | 1274.0186 |
| Maximum | 4006600 |
| Range | 4006599 |
| Interquartile range (IQR) | 224.68955 |
Descriptive statistics
| Standard deviation | 13503.248 |
|---|---|
| Coefficient of variation (CV) | 29.380418 |
| Kurtosis | 77782.578 |
| Mean | 459.60025 |
| Median Absolute Deviation (MAD) | 79.850339 |
| Skewness | 266.66338 |
| Sum | 45960025 |
| Variance | 1.823377 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 593.0129524 | 4647 | 4.6% |
| 217.1875634 | 3156 | 3.2% |
| 260.6799355 | 1798 | 1.8% |
| 301.2999105 | 1537 | 1.5% |
| 118.1191397 | 1453 | 1.5% |
| 47.63710568 | 1268 | 1.3% |
| 72.5340779 | 1258 | 1.3% |
| 95.06250648 | 1157 | 1.2% |
| 189.7515461 | 1106 | 1.1% |
| 827.0827449 | 929 | 0.9% |
| Other values (7124) | 81691 |
| Value | Count | Frequency (%) |
| 0.99 | 2 | < 0.1% |
| 1.25 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.99 | 2 | < 0.1% |
| 2.01 | 1 | < 0.1% |
| 2.25 | 9 | |
| 2.26 | 1 | < 0.1% |
| 2.35 | 1 | < 0.1% |
| 2.49 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4006600 | 1 | < 0.1% |
| 805233.6 | 2 | |
| 645750 | 1 | < 0.1% |
| 240000 | 1 | < 0.1% |
| 198030 | 1 | < 0.1% |
| 169000 | 2 | |
| 150060 | 1 | < 0.1% |
| 148830 | 1 | < 0.1% |
| 97200 | 1 | < 0.1% |
| 80612.25 | 4 |
std_price_per_card
Real number (ℝ)
High correlation Skewed Zeros
| Distinct | 5411 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.4743 |
| Minimum | 0 |
|---|---|
| Maximum | 330284.49 |
| Zeros | 7133 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31.974838 |
| median | 81.776752 |
| Q3 | 225.42614 |
| 95-th percentile | 976.03047 |
| Maximum | 330284.49 |
| Range | 330284.49 |
| Interquartile range (IQR) | 193.4513 |
Descriptive statistics
| Standard deviation | 2263.9921 |
|---|---|
| Coefficient of variation (CV) | 7.2686321 |
| Kurtosis | 10417.984 |
| Mean | 311.4743 |
| Median Absolute Deviation (MAD) | 59.722835 |
| Skewness | 83.239403 |
| Sum | 31147430 |
| Variance | 5125660.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7133 | 7.1% |
| 524.5021807 | 4647 | 4.6% |
| 228.0385078 | 3156 | 3.2% |
| 141.4995875 | 1798 | 1.8% |
| 225.4261398 | 1537 | 1.5% |
| 101.5899553 | 1453 | 1.5% |
| 95.9910987 | 1268 | 1.3% |
| 51.77692295 | 1258 | 1.3% |
| 89.65976472 | 1157 | 1.2% |
| 121.468323 | 1106 | 1.1% |
| Other values (5401) | 75487 |
| Value | Count | Frequency (%) |
| 0 | 7133 | |
| 0.007071067812 | 2 | < 0.1% |
| 0.01414213562 | 2 | < 0.1% |
| 0.09192388155 | 4 | < 0.1% |
| 0.148492424 | 2 | < 0.1% |
| 0.2404163056 | 2 | < 0.1% |
| 0.2705857843 | 6 | < 0.1% |
| 0.3181980515 | 2 | < 0.1% |
| 0.3535533906 | 14 | < 0.1% |
| 0.3606244584 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 330284.4863 | 2 | < 0.1% |
| 199404.1123 | 2 | < 0.1% |
| 75268.73632 | 6 | |
| 75102.75511 | 3 | < 0.1% |
| 72856.22829 | 3 | < 0.1% |
| 62649.64667 | 2 | < 0.1% |
| 52321.62778 | 4 | < 0.1% |
| 45398.33048 | 10 | |
| 39654.77548 | 6 | |
| 35001.78567 | 2 | < 0.1% |
first_sale
Date
| Distinct | 1153 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| Minimum | 2018-05-16 00:00:00 |
|---|---|
| Maximum | 2022-02-16 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
last_sale
Date
| Distinct | 1080 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| Minimum | 2018-07-25 00:00:00 |
|---|---|
| Maximum | 2022-02-17 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
trend_score
Real number (ℝ)
High correlation Zeros
| Distinct | 4023 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050324322 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 7204 |
| Zeros (%) | 7.2% |
| Negative | 42093 |
| Negative (%) | 42.1% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.69141375 |
| Q1 | -0.33186703 |
| median | 0.029303299 |
| Q3 | 0.45554031 |
| 95-th percentile | 0.87255064 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0.78740734 |
Descriptive statistics
| Standard deviation | 0.48238403 |
|---|---|
| Coefficient of variation (CV) | 9.5855047 |
| Kurtosis | -0.67977668 |
| Mean | 0.050324322 |
| Median Absolute Deviation (MAD) | 0.36686916 |
| Skewness | 0.058623866 |
| Sum | 5032.4322 |
| Variance | 0.23269435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7204 | 7.2% |
| 0.5387667362 | 4647 | 4.6% |
| 0.03620059001 | 3156 | 3.2% |
| 1 | 2225 | 2.2% |
| 0.1432775301 | 1798 | 1.8% |
| -1 | 1769 | 1.8% |
| 0.1321066242 | 1537 | 1.5% |
| -0.3481099938 | 1453 | 1.5% |
| -0.5073972795 | 1268 | 1.3% |
| -0.2184093936 | 1258 | 1.3% |
| Other values (4013) | 73685 |
| Value | Count | Frequency (%) |
| -1 | 1769 | |
| -1 | 104 | 0.1% |
| -1 | 2 | < 0.1% |
| -0.9999369552 | 3 | < 0.1% |
| -0.9999364404 | 3 | < 0.1% |
| -0.9999256508 | 3 | < 0.1% |
| -0.9999040729 | 3 | < 0.1% |
| -0.9998906705 | 3 | < 0.1% |
| -0.9997706174 | 3 | < 0.1% |
| -0.9997629956 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2225 | |
| 1 | 142 | 0.1% |
| 0.9999884885 | 3 | < 0.1% |
| 0.9999820588 | 3 | < 0.1% |
| 0.9999717922 | 3 | < 0.1% |
| 0.9999714921 | 3 | < 0.1% |
| 0.9999695251 | 3 | < 0.1% |
| 0.9999693111 | 3 | < 0.1% |
| 0.9999619431 | 3 | < 0.1% |
| 0.9999459778 | 3 | < 0.1% |
days_between_sales
Real number (ℝ)
High correlation Zeros
| Distinct | 1114 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 807.72082 |
| Minimum | 0 |
|---|---|
| Maximum | 1208 |
| Zeros | 7148 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 612 |
| median | 963 |
| Q3 | 1098 |
| 95-th percentile | 1164 |
| Maximum | 1208 |
| Range | 1208 |
| Interquartile range (IQR) | 486 |
Descriptive statistics
| Standard deviation | 355.61559 |
|---|---|
| Coefficient of variation (CV) | 0.44027043 |
| Kurtosis | -0.036049161 |
| Mean | 807.72082 |
| Median Absolute Deviation (MAD) | 158 |
| Skewness | -1.0622454 |
| Sum | 80772082 |
| Variance | 126462.45 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7148 | 7.1% |
| 1166 | 4647 | 4.6% |
| 1112 | 3180 | 3.2% |
| 1119 | 1856 | 1.9% |
| 1138 | 1807 | 1.8% |
| 1114 | 1769 | 1.8% |
| 1097 | 1666 | 1.7% |
| 1061 | 1579 | 1.6% |
| 1122 | 1453 | 1.5% |
| 1024 | 1382 | 1.4% |
| Other values (1104) | 73513 |
| Value | Count | Frequency (%) |
| 0 | 7148 | |
| 1 | 20 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 14 | < 0.1% |
| 5 | 21 | < 0.1% |
| 6 | 25 | < 0.1% |
| 7 | 22 | < 0.1% |
| 8 | 18 | < 0.1% |
| 9 | 32 | < 0.1% |
| Value | Count | Frequency (%) |
| 1208 | 79 | 0.1% |
| 1166 | 4647 | |
| 1164 | 647 | 0.6% |
| 1157 | 25 | < 0.1% |
| 1153 | 919 | 0.9% |
| 1150 | 9 | < 0.1% |
| 1141 | 86 | 0.1% |
| 1140 | 318 | 0.3% |
| 1138 | 1807 | 1.8% |
| 1137 | 129 | 0.1% |
is_trending_up
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 50703 | |
| 0 | 49297 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 50703 | |
| 0 | 49297 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 50703 | |
| 0 | 49297 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 50703 | |
| 0 | 49297 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 50703 | |
| 0 | 49297 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 50703 | |
| 0 | 49297 |
is_trending_down
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 57907 | |
| 1 | 42093 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 57907 | |
| 1 | 42093 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 57907 | |
| 1 | 42093 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57907 | |
| 1 | 42093 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57907 | |
| 1 | 42093 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 57907 | |
| 1 | 42093 |
Interactions
Correlations
| Unnamed: 0 | Unnamed: 0.1 | avg_price_per_card | brand_encoded | card_number_len | card_number_numeric | day_sold | days_between_sales | days_since_release | grade | grade_is_high | grade_x_brand | grade_x_year | grading_company | grading_company_encoded | is_auto | is_bgs | is_gold | is_holiday_season | is_outlier | is_prizm | is_psa | is_silver | is_trending_down | is_trending_up | log_price | month_sold | price | price_tier | sale_count_per_card | std_price_per_card | trend_score | variety_encoded | year_sold | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | 1.000 | -0.002 | -0.001 | 0.002 | -0.000 | 0.003 | -0.000 | 0.002 | -0.003 | 0.014 | -0.001 | -0.003 | 0.000 | 0.000 | 0.006 | 0.000 | 0.005 | 0.008 | 0.003 | 0.010 | 0.000 | 0.003 | 0.002 | 0.000 | -0.001 | -0.002 | -0.001 | -0.001 | 0.003 | -0.001 | -0.006 | -0.005 | 0.006 |
| Unnamed: 0.1 | 1.000 | 1.000 | -0.002 | -0.001 | 0.002 | -0.000 | 0.003 | -0.000 | 0.002 | -0.003 | 0.014 | -0.001 | -0.003 | 0.000 | 0.000 | 0.006 | 0.000 | 0.005 | 0.008 | 0.003 | 0.010 | 0.000 | 0.003 | 0.002 | 0.000 | -0.001 | -0.002 | -0.001 | -0.001 | 0.003 | -0.001 | -0.006 | -0.005 | 0.006 |
| avg_price_per_card | -0.002 | -0.002 | 1.000 | 0.010 | 0.056 | 0.101 | 0.020 | 0.393 | -0.240 | -0.011 | 0.000 | 0.015 | -0.011 | 0.008 | 0.008 | 0.035 | 0.013 | 0.025 | 0.000 | 0.017 | 0.002 | 0.013 | 0.000 | 0.000 | 0.003 | 0.820 | -0.022 | 0.820 | 0.814 | 0.261 | 0.857 | 0.611 | 0.026 | 0.010 |
| brand_encoded | -0.001 | -0.001 | 0.010 | 1.000 | -0.269 | -0.231 | -0.003 | 0.059 | -0.010 | 0.113 | 0.101 | 0.893 | 0.113 | 0.204 | 0.204 | 0.240 | 0.287 | 0.133 | 0.011 | 0.121 | 0.522 | 0.287 | 0.322 | 0.159 | 0.171 | -0.002 | -0.002 | -0.002 | -0.002 | 0.012 | 0.066 | 0.063 | 0.070 | 0.079 |
| card_number_len | 0.002 | 0.002 | 0.056 | -0.269 | 1.000 | 0.804 | 0.004 | 0.066 | 0.018 | -0.054 | 0.063 | -0.234 | -0.054 | 0.129 | 0.129 | 0.143 | 0.061 | 0.066 | 0.020 | 0.049 | 0.107 | 0.063 | 0.081 | 0.093 | 0.059 | 0.043 | 0.007 | 0.043 | 0.044 | 0.109 | 0.051 | -0.038 | 0.019 | 0.045 |
| card_number_numeric | -0.000 | -0.000 | 0.101 | -0.231 | 0.804 | 1.000 | 0.002 | 0.255 | -0.006 | -0.005 | 0.000 | -0.170 | -0.005 | 0.011 | 0.011 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.068 | 0.005 | 0.068 | 0.069 | 0.294 | 0.159 | -0.011 | 0.040 | 0.084 |
| day_sold | 0.003 | 0.003 | 0.020 | -0.003 | 0.004 | 0.002 | 1.000 | -0.001 | -0.005 | 0.008 | 0.002 | -0.000 | 0.008 | 0.019 | 0.019 | 0.008 | 0.021 | 0.008 | 0.041 | 0.020 | 0.000 | 0.019 | 0.000 | 0.006 | 0.006 | 0.015 | 0.002 | 0.015 | 0.015 | -0.001 | 0.015 | 0.009 | -0.008 | 0.056 |
| days_between_sales | -0.000 | -0.000 | 0.393 | 0.059 | 0.066 | 0.255 | -0.001 | 1.000 | -0.115 | 0.060 | 0.073 | 0.122 | 0.060 | 0.091 | 0.091 | 0.195 | 0.115 | 0.270 | 0.012 | 0.109 | 0.107 | 0.120 | 0.218 | 0.350 | 0.380 | 0.277 | -0.020 | 0.277 | 0.276 | 0.856 | 0.571 | 0.250 | 0.181 | 0.068 |
| days_since_release | 0.002 | 0.002 | -0.240 | -0.010 | 0.018 | -0.006 | -0.005 | -0.115 | 1.000 | -0.104 | 0.060 | -0.062 | -0.104 | 0.167 | 0.167 | 0.056 | 0.219 | 0.058 | 0.560 | 0.115 | 0.160 | 0.213 | 0.104 | 0.247 | 0.235 | -0.198 | 0.076 | -0.198 | -0.197 | -0.003 | -0.198 | -0.264 | -0.043 | 0.765 |
| grade | -0.003 | -0.003 | -0.011 | 0.113 | -0.054 | -0.005 | 0.008 | 0.060 | -0.104 | 1.000 | 0.880 | 0.460 | 1.000 | 0.039 | 0.039 | 0.062 | 0.050 | 0.009 | 0.000 | 0.140 | 0.088 | 0.052 | 0.055 | 0.038 | 0.052 | 0.264 | 0.001 | 0.264 | 0.263 | 0.036 | -0.008 | 0.011 | 0.011 | 0.083 |
| grade_is_high | 0.014 | 0.014 | 0.000 | 0.101 | 0.063 | 0.000 | 0.002 | 0.073 | 0.060 | 0.880 | 1.000 | 0.350 | 0.880 | 0.066 | 0.066 | 0.066 | 0.063 | 0.009 | 0.000 | 0.024 | 0.066 | 0.065 | 0.041 | 0.006 | 0.022 | 0.147 | 0.009 | 0.000 | 0.143 | 0.013 | 0.000 | 0.047 | 0.044 | 0.057 |
| grade_x_brand | -0.001 | -0.001 | 0.015 | 0.893 | -0.234 | -0.170 | -0.000 | 0.122 | -0.062 | 0.460 | 0.350 | 1.000 | 0.460 | 0.154 | 0.154 | 0.236 | 0.216 | 0.075 | 0.009 | 0.147 | 0.517 | 0.216 | 0.313 | 0.142 | 0.168 | 0.104 | -0.001 | 0.104 | 0.103 | 0.060 | 0.070 | 0.069 | 0.087 | 0.079 |
| grade_x_year | -0.003 | -0.003 | -0.011 | 0.113 | -0.054 | -0.005 | 0.008 | 0.060 | -0.104 | 1.000 | 0.880 | 0.460 | 1.000 | 0.039 | 0.039 | 0.062 | 0.050 | 0.009 | 0.000 | 0.140 | 0.088 | 0.052 | 0.055 | 0.038 | 0.052 | 0.264 | 0.001 | 0.264 | 0.263 | 0.036 | -0.008 | 0.011 | 0.011 | 0.083 |
| grading_company | 0.000 | 0.000 | 0.008 | 0.204 | 0.129 | 0.011 | 0.019 | 0.091 | 0.167 | 0.039 | 0.066 | 0.154 | 0.039 | 1.000 | 1.000 | 0.125 | 1.000 | 0.116 | 0.026 | 0.152 | 0.010 | 1.000 | 0.029 | 0.179 | 0.127 | 0.135 | 0.071 | 0.007 | 0.126 | 0.070 | 0.023 | 0.189 | 0.099 | 0.184 |
| grading_company_encoded | 0.000 | 0.000 | 0.008 | 0.204 | 0.129 | 0.011 | 0.019 | 0.091 | 0.167 | 0.039 | 0.066 | 0.154 | 0.039 | 1.000 | 1.000 | 0.125 | 1.000 | 0.116 | 0.026 | 0.152 | 0.010 | 1.000 | 0.029 | 0.179 | 0.127 | 0.135 | 0.071 | 0.007 | 0.126 | 0.070 | 0.023 | 0.189 | 0.099 | 0.184 |
| is_auto | 0.006 | 0.006 | 0.035 | 0.240 | 0.143 | 0.000 | 0.008 | 0.195 | 0.056 | 0.062 | 0.066 | 0.236 | 0.062 | 0.125 | 0.125 | 1.000 | 0.123 | 0.074 | 0.002 | 0.127 | 0.094 | 0.125 | 0.052 | 0.087 | 0.004 | 0.167 | 0.008 | 0.032 | 0.138 | 0.098 | 0.056 | 0.205 | 0.353 | 0.050 |
| is_bgs | 0.000 | 0.000 | 0.013 | 0.287 | 0.061 | 0.008 | 0.021 | 0.115 | 0.219 | 0.050 | 0.063 | 0.216 | 0.050 | 1.000 | 1.000 | 0.123 | 1.000 | 0.116 | 0.019 | 0.152 | 0.010 | 0.991 | 0.028 | 0.178 | 0.126 | 0.190 | 0.044 | 0.011 | 0.178 | 0.099 | 0.033 | 0.265 | 0.139 | 0.202 |
| is_gold | 0.005 | 0.005 | 0.025 | 0.133 | 0.066 | 0.000 | 0.008 | 0.270 | 0.058 | 0.009 | 0.009 | 0.075 | 0.009 | 0.116 | 0.116 | 0.074 | 0.116 | 1.000 | 0.005 | 0.088 | 0.000 | 0.116 | 0.048 | 0.071 | 0.060 | 0.119 | 0.004 | 0.017 | 0.098 | 0.078 | 0.045 | 0.192 | 0.295 | 0.046 |
| is_holiday_season | 0.008 | 0.008 | 0.000 | 0.011 | 0.020 | 0.000 | 0.041 | 0.012 | 0.560 | 0.000 | 0.000 | 0.009 | 0.000 | 0.026 | 0.026 | 0.002 | 0.019 | 0.005 | 1.000 | 0.005 | 0.000 | 0.022 | 0.004 | 0.019 | 0.019 | 0.064 | 1.000 | 0.000 | 0.062 | 0.012 | 0.000 | 0.024 | 0.009 | 0.166 |
| is_outlier | 0.003 | 0.003 | 0.017 | 0.121 | 0.049 | 0.000 | 0.020 | 0.109 | 0.115 | 0.140 | 0.024 | 0.147 | 0.140 | 0.152 | 0.152 | 0.127 | 0.152 | 0.088 | 0.005 | 1.000 | 0.069 | 0.149 | 0.027 | 0.262 | 0.259 | 0.927 | 0.036 | 0.017 | 0.937 | 0.206 | 0.059 | 0.402 | 0.134 | 0.081 |
| is_prizm | 0.010 | 0.010 | 0.002 | 0.522 | 0.107 | 0.000 | 0.000 | 0.107 | 0.160 | 0.088 | 0.066 | 0.517 | 0.088 | 0.010 | 0.010 | 0.094 | 0.010 | 0.000 | 0.000 | 0.069 | 1.000 | 0.010 | 0.577 | 0.158 | 0.177 | 0.084 | 0.016 | 0.000 | 0.085 | 0.310 | 0.009 | 0.319 | 0.690 | 0.151 |
| is_psa | 0.000 | 0.000 | 0.013 | 0.287 | 0.063 | 0.007 | 0.019 | 0.120 | 0.213 | 0.052 | 0.065 | 0.216 | 0.052 | 1.000 | 1.000 | 0.125 | 0.991 | 0.116 | 0.022 | 0.149 | 0.010 | 1.000 | 0.029 | 0.179 | 0.124 | 0.186 | 0.044 | 0.011 | 0.173 | 0.098 | 0.033 | 0.263 | 0.139 | 0.196 |
| is_silver | 0.003 | 0.003 | 0.000 | 0.322 | 0.081 | 0.000 | 0.000 | 0.218 | 0.104 | 0.055 | 0.041 | 0.313 | 0.055 | 0.029 | 0.029 | 0.052 | 0.028 | 0.048 | 0.004 | 0.027 | 0.577 | 0.029 | 1.000 | 0.055 | 0.096 | 0.044 | 0.012 | 0.000 | 0.041 | 0.244 | 0.006 | 0.214 | 0.791 | 0.098 |
| is_trending_down | 0.002 | 0.002 | 0.000 | 0.159 | 0.093 | 0.000 | 0.006 | 0.350 | 0.247 | 0.038 | 0.006 | 0.142 | 0.038 | 0.179 | 0.179 | 0.087 | 0.178 | 0.071 | 0.019 | 0.262 | 0.158 | 0.179 | 0.055 | 1.000 | 0.865 | 0.429 | 0.053 | 0.000 | 0.452 | 0.293 | 0.017 | 0.917 | 0.242 | 0.225 |
| is_trending_up | 0.000 | 0.000 | 0.003 | 0.171 | 0.059 | 0.000 | 0.006 | 0.380 | 0.235 | 0.052 | 0.022 | 0.168 | 0.052 | 0.127 | 0.127 | 0.004 | 0.126 | 0.060 | 0.019 | 0.259 | 0.177 | 0.124 | 0.096 | 0.865 | 1.000 | 0.454 | 0.054 | 0.003 | 0.477 | 0.330 | 0.020 | 1.000 | 0.149 | 0.212 |
| log_price | -0.001 | -0.001 | 0.820 | -0.002 | 0.043 | 0.068 | 0.015 | 0.277 | -0.198 | 0.264 | 0.147 | 0.104 | 0.264 | 0.135 | 0.135 | 0.167 | 0.190 | 0.119 | 0.064 | 0.927 | 0.084 | 0.186 | 0.044 | 0.429 | 0.454 | 1.000 | -0.039 | 1.000 | 0.995 | 0.167 | 0.664 | 0.500 | 0.011 | 0.118 |
| month_sold | -0.002 | -0.002 | -0.022 | -0.002 | 0.007 | 0.005 | 0.002 | -0.020 | 0.076 | 0.001 | 0.009 | -0.001 | 0.001 | 0.071 | 0.071 | 0.008 | 0.044 | 0.004 | 1.000 | 0.036 | 0.016 | 0.044 | 0.012 | 0.053 | 0.054 | -0.039 | 1.000 | -0.039 | -0.040 | -0.014 | -0.017 | -0.021 | 0.002 | 0.303 |
| price | -0.001 | -0.001 | 0.820 | -0.002 | 0.043 | 0.068 | 0.015 | 0.277 | -0.198 | 0.264 | 0.000 | 0.104 | 0.264 | 0.007 | 0.007 | 0.032 | 0.011 | 0.017 | 0.000 | 0.017 | 0.000 | 0.011 | 0.000 | 0.000 | 0.003 | 1.000 | -0.039 | 1.000 | 0.995 | 0.167 | 0.664 | 0.500 | 0.011 | 0.009 |
| price_tier | -0.001 | -0.001 | 0.814 | -0.002 | 0.044 | 0.069 | 0.015 | 0.276 | -0.197 | 0.263 | 0.143 | 0.103 | 0.263 | 0.126 | 0.126 | 0.138 | 0.178 | 0.098 | 0.062 | 0.937 | 0.085 | 0.173 | 0.041 | 0.452 | 0.477 | 0.995 | -0.040 | 0.995 | 1.000 | 0.168 | 0.660 | 0.496 | 0.010 | 0.123 |
| sale_count_per_card | 0.003 | 0.003 | 0.261 | 0.012 | 0.109 | 0.294 | -0.001 | 0.856 | -0.003 | 0.036 | 0.013 | 0.060 | 0.036 | 0.070 | 0.070 | 0.098 | 0.099 | 0.078 | 0.012 | 0.206 | 0.310 | 0.098 | 0.244 | 0.293 | 0.330 | 0.167 | -0.014 | 0.167 | 0.168 | 1.000 | 0.472 | -0.011 | 0.108 | 0.063 |
| std_price_per_card | -0.001 | -0.001 | 0.857 | 0.066 | 0.051 | 0.159 | 0.015 | 0.571 | -0.198 | -0.008 | 0.000 | 0.070 | -0.008 | 0.023 | 0.023 | 0.056 | 0.033 | 0.045 | 0.000 | 0.059 | 0.009 | 0.033 | 0.006 | 0.017 | 0.020 | 0.664 | -0.017 | 0.664 | 0.660 | 0.472 | 1.000 | 0.541 | 0.068 | 0.013 |
| trend_score | -0.006 | -0.006 | 0.611 | 0.063 | -0.038 | -0.011 | 0.009 | 0.250 | -0.264 | 0.011 | 0.047 | 0.069 | 0.011 | 0.189 | 0.189 | 0.205 | 0.265 | 0.192 | 0.024 | 0.402 | 0.319 | 0.263 | 0.214 | 0.917 | 1.000 | 0.500 | -0.021 | 0.500 | 0.496 | -0.011 | 0.541 | 1.000 | 0.045 | 0.149 |
| variety_encoded | -0.005 | -0.005 | 0.026 | 0.070 | 0.019 | 0.040 | -0.008 | 0.181 | -0.043 | 0.011 | 0.044 | 0.087 | 0.011 | 0.099 | 0.099 | 0.353 | 0.139 | 0.295 | 0.009 | 0.134 | 0.690 | 0.139 | 0.791 | 0.242 | 0.149 | 0.011 | 0.002 | 0.011 | 0.010 | 0.108 | 0.068 | 0.045 | 1.000 | 0.076 |
| year_sold | 0.006 | 0.006 | 0.010 | 0.079 | 0.045 | 0.084 | 0.056 | 0.068 | 0.765 | 0.083 | 0.057 | 0.079 | 0.083 | 0.184 | 0.184 | 0.050 | 0.202 | 0.046 | 0.166 | 0.081 | 0.151 | 0.196 | 0.098 | 0.225 | 0.212 | 0.118 | 0.303 | 0.009 | 0.123 | 0.063 | 0.013 | 0.149 | 0.076 | 1.000 |
Missing values
Sample
| Unnamed: 0.1 | Unnamed: 0 | year | subject | brand | variety | card_number | date | price | grade | grading_company | card_id | year_sold | month_sold | day_sold | days_since_release | is_holiday_season | brand_encoded | variety_encoded | grading_company_encoded | card_number_len | card_number_numeric | num_subjects | is_gold | is_silver | is_prizm | is_auto | is_psa | is_bgs | grade_is_high | grade_x_brand | grade_x_year | log_price | is_outlier | price_tier | sale_count_per_card | avg_price_per_card | std_price_per_card | first_sale | last_sale | trend_score | days_between_sales | is_trending_up | is_trending_down | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 2018 | deandre ayton | panini donruss optic | NaN | 157 | 2021-06-22 | 35.00 | 9.00 | psa | deandre ayton_panini donruss optic_nan_157 | 2021 | 6 | 22 | 1268 | 0 | 171 | 974 | 1 | 3 | 157 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1539.00 | 18162.00 | 3.58 | 0 | 2 | 212 | 43.06 | 26.90 | 2019-05-04 | 2022-02-13 | -0.34 | 1016 | 0 | 1 |
| 1 | 1 | 1 | 2018 | luka doncic | panini prizm | silver prizm | 280 | 2019-05-31 | 465.00 | 10.00 | psa | luka doncic_panini prizm_silver prizm_280 | 2019 | 5 | 31 | 515 | 0 | 354 | 1517 | 1 | 3 | 280 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 3540.00 | 20180.00 | 6.14 | 0 | 8 | 919 | 2551.20 | 2922.18 | 2018-12-16 | 2022-02-11 | 0.68 | 1153 | 1 | 0 |
| 2 | 2 | 2 | 2018 | shai gilgeous-alexander | panini donruss optic | shock | 162 | 2021-10-20 | 49.00 | 9.00 | psa | shai gilgeous-alexander_panini donruss optic_shock_162 | 2021 | 10 | 20 | 1388 | 0 | 171 | 1475 | 1 | 3 | 162 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1539.00 | 18162.00 | 3.91 | 0 | 3 | 240 | 75.88 | 62.17 | 2019-04-21 | 2022-02-10 | -0.41 | 1026 | 0 | 1 |
| 3 | 3 | 3 | 2018 | tim hardaway | panini prizm fast break autographs | gold prizm | 28 | 2019-08-28 | 45.00 | 9.50 | bgs | tim hardaway_panini prizm fast break autographs_gold prizm_28 | 2019 | 8 | 28 | 604 | 0 | 359 | 591 | 0 | 2 | 28 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 3410.50 | 19171.00 | 3.83 | 0 | 2 | 2 | 37.49 | 10.61 | 2019-06-08 | 2019-08-28 | 1.00 | 81 | 1 | 0 |
| 4 | 4 | 4 | 2018 | lebron james | panini prizm get hyped! | NaN | 4 | 2020-06-26 | 42.99 | 10.00 | psa | lebron james_panini prizm get hyped!_nan_4 | 2020 | 6 | 26 | 907 | 0 | 363 | 974 | 1 | 1 | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 3630.00 | 20180.00 | 3.78 | 0 | 2 | 58 | 30.57 | 14.56 | 2020-04-13 | 2022-02-08 | -0.19 | 666 | 0 | 1 |
| 5 | 5 | 5 | 2018 | luka doncic | panini chronicles | NaN | 681 | 2021-07-06 | 93.00 | 9.00 | psa | luka doncic_panini chronicles_nan_681 | 2021 | 7 | 6 | 1282 | 0 | 59 | 974 | 1 | 3 | 681 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 531.00 | 18162.00 | 4.54 | 0 | 4 | 81 | 161.07 | 91.91 | 2019-11-13 | 2022-02-09 | 0.04 | 819 | 1 | 0 |
| 6 | 6 | 6 | 2018 | deandre ayton | panini prizm | pink ice prizm | 279 | 2020-05-09 | 75.00 | 10.00 | psa | deandre ayton_panini prizm_pink ice prizm_279 | 2020 | 5 | 9 | 859 | 0 | 354 | 1087 | 1 | 3 | 279 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 3540.00 | 20180.00 | 4.33 | 0 | 4 | 98 | 123.41 | 71.15 | 2019-02-11 | 2022-02-05 | 0.56 | 1090 | 1 | 0 |
| 7 | 7 | 7 | 2018 | luka doncic | panini prizm freshman phenoms | NaN | 23 | 2021-12-28 | 17.50 | 8.00 | psa | luka doncic_panini prizm freshman phenoms_nan_23 | 2021 | 12 | 28 | 1457 | 1 | 362 | 974 | 1 | 2 | 23 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2896.00 | 16144.00 | 2.92 | 0 | 0 | 623 | 102.82 | 61.31 | 2019-02-24 | 2022-02-11 | 0.19 | 1083 | 1 | 0 |
| 8 | 8 | 8 | 2018 | luka doncic | panini chronicles | gold | 645 | 2020-08-26 | 1426.00 | 9.00 | psa | luka doncic_panini chronicles_gold_645 | 2020 | 8 | 26 | 968 | 0 | 59 | 582 | 1 | 3 | 645 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 531.00 | 18162.00 | 7.26 | 1 | 9 | 1 | 1426.00 | 0.00 | 2020-08-26 | 2020-08-26 | 0.00 | 0 | 0 | 0 |
| 9 | 9 | 9 | 2018 | wendell carter jr. | panini prizm rookie signatures | NaN | 7 | 2020-07-04 | 79.99 | 10.00 | psa | wendell carter jr._panini prizm rookie signatures_nan_7 | 2020 | 7 | 4 | 915 | 0 | 369 | 974 | 1 | 1 | 7 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 3690.00 | 20180.00 | 4.39 | 0 | 4 | 15 | 88.49 | 36.33 | 2020-04-15 | 2021-11-14 | 0.40 | 578 | 1 | 0 |
| Unnamed: 0.1 | Unnamed: 0 | year | subject | brand | variety | card_number | date | price | grade | grading_company | card_id | year_sold | month_sold | day_sold | days_since_release | is_holiday_season | brand_encoded | variety_encoded | grading_company_encoded | card_number_len | card_number_numeric | num_subjects | is_gold | is_silver | is_prizm | is_auto | is_psa | is_bgs | grade_is_high | grade_x_brand | grade_x_year | log_price | is_outlier | price_tier | sale_count_per_card | avg_price_per_card | std_price_per_card | first_sale | last_sale | trend_score | days_between_sales | is_trending_up | is_trending_down | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99990 | 99990 | 99990 | 2018 | michael porter jr. | panini prizm | red white and blue prizm | 32 | 2020-08-15 | 381.50 | 10.00 | psa | michael porter jr._panini prizm_red white and blue prizm_32 | 2020 | 8 | 15 | 957 | 0 | 354 | 1192 | 1 | 2 | 32 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 3540.00 | 20180.00 | 5.95 | 0 | 8 | 244 | 135.85 | 99.33 | 2019-04-23 | 2022-02-08 | 0.06 | 1022 | 1 | 0 |
| 99991 | 99991 | 99991 | 2018 | luka doncic | panini prizm | silver prizm | 280 | 2019-10-21 | 380.00 | 9.50 | bgs | luka doncic_panini prizm_silver prizm_280 | 2019 | 10 | 21 | 658 | 0 | 354 | 1517 | 0 | 3 | 280 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 3363.00 | 19171.00 | 5.94 | 0 | 8 | 919 | 2551.20 | 2922.18 | 2018-12-16 | 2022-02-11 | 0.68 | 1153 | 1 | 0 |
| 99992 | 99992 | 99992 | 2018 | collin sexton | panini prizm | silver prizm | 170 | 2020-03-28 | 36.00 | 9.00 | psa | collin sexton_panini prizm_silver prizm_170 | 2020 | 3 | 28 | 817 | 0 | 354 | 1517 | 1 | 3 | 170 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 3186.00 | 18162.00 | 3.61 | 0 | 2 | 280 | 169.61 | 210.99 | 2019-02-06 | 2022-02-09 | 0.14 | 1099 | 1 | 0 |
| 99993 | 99993 | 99993 | 2018 | marvin bagley iii | panini prizm freshman phenoms | NaN | 24 | 2020-08-31 | 17.00 | 9.50 | bgs | marvin bagley iii_panini prizm freshman phenoms_nan_24 | 2020 | 8 | 31 | 973 | 0 | 362 | 974 | 0 | 2 | 24 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 3439.00 | 19171.00 | 2.89 | 0 | 0 | 4 | 17.88 | 10.43 | 2020-05-22 | 2021-06-11 | -0.43 | 385 | 0 | 1 |
| 99994 | 99994 | 99994 | 2018 | lebron james | panini donruss optic | holo | 94 | 2019-09-17 | 59.88 | 9.00 | psa | lebron james_panini donruss optic_holo_94 | 2019 | 9 | 17 | 624 | 0 | 171 | 684 | 1 | 2 | 94 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1539.00 | 18162.00 | 4.11 | 0 | 3 | 101 | 515.16 | 482.14 | 2019-05-29 | 2022-01-30 | -0.06 | 977 | 0 | 1 |
| 99995 | 99995 | 99995 | 2018 | monte morris | panini select concourse | tri-color prizm | 34 | 2022-01-10 | 10.50 | 9.00 | psa | monte morris_panini select concourse_tri-color prizm_34 | 2022 | 1 | 10 | 1470 | 0 | 385 | 1647 | 1 | 2 | 34 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 3465.00 | 18162.00 | 2.44 | 0 | 0 | 1 | 10.50 | 0.00 | 2022-01-10 | 2022-01-10 | 0.00 | 0 | 0 | 0 |
| 99996 | 99996 | 99996 | 2018 | luka doncic | panini donruss | NaN | 177 | 2021-09-29 | 399.00 | 10.00 | psa | luka doncic_panini donruss_nan_177 | 2021 | 9 | 29 | 1367 | 0 | 156 | 974 | 1 | 3 | 177 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1560.00 | 20180.00 | 5.99 | 0 | 8 | 1798 | 260.68 | 141.50 | 2018-12-31 | 2022-02-11 | 0.14 | 1138 | 1 | 0 |
| 99997 | 99997 | 99997 | 2018 | trae young | panini chronicles | bronze | 139 | 2020-10-16 | 42.00 | 9.00 | psa | trae young_panini chronicles_bronze_139 | 2020 | 10 | 16 | 1019 | 0 | 59 | 184 | 1 | 3 | 139 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 531.00 | 18162.00 | 3.76 | 0 | 2 | 5 | 37.78 | 28.68 | 2020-01-15 | 2022-01-21 | -0.29 | 737 | 0 | 1 |
| 99998 | 99998 | 99998 | 2018 | mitchell robinson | panini prizm | NaN | 227 | 2021-12-12 | 6.50 | 10.00 | psa | mitchell robinson_panini prizm_nan_227 | 2021 | 12 | 12 | 1441 | 1 | 354 | 974 | 1 | 3 | 227 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 3540.00 | 20180.00 | 2.01 | 0 | 0 | 114 | 29.55 | 29.25 | 2019-07-21 | 2022-02-09 | -0.64 | 934 | 0 | 1 |
| 99999 | 99999 | 99999 | 2018 | devonte' graham | panini prizm | silver prizm | 288 | 2020-02-01 | 137.95 | 10.00 | psa | devonte' graham_panini prizm_silver prizm_288 | 2020 | 2 | 1 | 761 | 0 | 354 | 1517 | 1 | 3 | 288 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 3540.00 | 20180.00 | 4.93 | 0 | 6 | 269 | 123.83 | 100.47 | 2019-07-29 | 2022-02-09 | -0.40 | 926 | 0 | 1 |